You can purchase new Extra Strong 3M double sided adhesive pads online. We use the following model - 3M VHB 5952 Pads, 8 Pieces, Circular Pack with 32 mm Diameter, Thickness 1.1 mm - but any other similar model should work well.
You can purchase directly from Amazon using this link